Toolbox: Data Catalogs, Lineage & Access Patterns

Practical patterns and playbooks to inventory, document lineage, and govern access to the data that powers AI, analytics, and assistants.


Playbook

Data Catalog & Access Playbook

A practical, step-by-step playbook plus an interactive dataset registration form to create and maintain a minimal governed data catalog that supports AI projects. Helps teams record owners, lineage, schemas, quality checks, and access policies so datasets are discoverable, trusted, and safe to use.

Members:
Audit

Data & Knowledge Readiness Audit — Quick Assessment & Remediation Guide

A practical, scored audit to determine whether your data and knowledge systems can reliably power AI pilots and production. Includes clear questions across seven domains, scoring guidance, concrete remediation steps, and estimated effort buckets to help leaders decide next actions.

Members:
Playbook

Data Catalog & Governed Access Playbook

A practical, step-by-step playbook to inventory data assets, capture lineage, model essential metadata, and enforce governed access so teams can find, understand, and trust the data that powers AI and analytics.

Members: